Vittorio Nardone vittorio-nardone

AWS Certified Solutions Architect - AI/ML enthusiast

vittorio-nardone / docker-compose.yml

Created February 16, 2021 16:10

Compose sample of sidecar container

	version: "3.9"
	services:
	web:
	build: ./App
	ports:
	- "5000:5000"
	volumes:
	- sidecar:/sidecar
	command: sh -c "git clone https://github.com/vittorio-nardone/sidecar.git ; flask run"
	redis:

vittorio-nardone / Dockerfile

Created November 27, 2020 14:02

Docker image to run Selenium and Firefox on Raspberry PI (python web scraping)

	FROM arm32v7/python:3.8

	RUN apt-get -y update
	RUN apt-get -y upgrade

	# Install Firefox and Selenium
	RUN apt-get install -y firefox-esr

	RUN wget https://github.com/mozilla/geckodriver/releases/download/v0.23.0/geckodriver-v0.23.0-arm7hf.tar.gz
	RUN tar -xf geckodriver-v0.23.0-arm7hf.tar.gz

vittorio-nardone / login.py

Last active November 27, 2020 14:06

Paradox IP150 - UI scraping with Python/Selenium on Raspberry PI

	from selenium.webdriver.common.keys import Keys
	from selenium.webdriver.firefox.options import Options
	from selenium import webdriver
	import os
	from time import sleep
	from pyvirtualdisplay import Display

	def paradox_login():
	# Set screen resolution to 1366 x 768 like most 15" laptops
	display = Display(visible=0, size=(1366, 768))

vittorio-nardone / Dockerfile

Created November 18, 2020 09:55

Simple Prophet dockerfile

	FROM python:3.6.10-slim

	RUN apt-get -y update && apt-get install -y \
	python3-dev \
	apt-utils \
	python-dev \
	build-essential \
	&& rm -rf /var/lib/apt/lists/*

	RUN pip install --upgrade setuptools

vittorio-nardone / HyperTuning.py

Created November 18, 2020 09:15

Metaflow steps to perform hyperparameters tuning in Prophet

	@step
	def hyper_tuning(self):
	"""
	Hyperparameters tuning
	"""
	# Tune hyperparameters of the model
	param_grid = {
	'changepoint_prior_scale': [0.001, 0.01, 0.1, 0.5],
	'seasonality_prior_scale': [0.01, 0.1, 1.0, 10.0],
	}

vittorio-nardone / ProphetSimpleFlow.py

Created November 17, 2020 17:42

A simple Metaflow flow to train a Prophet model using defaults

	import pandas as pd
	import numpy as np
	from io import StringIO

	from metaflow import FlowSpec, step, Parameter, IncludeFile

	from fbprophet import Prophet

	class ProphetFlow(FlowSpec):
	"""

vittorio-nardone / LambdaLayers.yaml

Created October 7, 2020 11:52

A sample of AWS Lambda Layer

	SeleniumChromiumLayer:
	Type: AWS::Lambda::LayerVersion
	Properties:
	CompatibleRuntimes:
	- python3.7
	- python3.6
	Content:
	S3Bucket:
	Ref: BucketName
	S3Key:

vittorio-nardone / amplify.yaml

Created September 8, 2020 13:55

AWS Amplify CI/CD pipeline with code linter (JS / Python) and Cypress end-to-end test

	version: 1
	backend:
	phases:
	build:
	commands:
	- '# Evaluate backend Python code quality'
	- find amplify/backend/function -name index.py -type f \| xargs pylint --fail-under=5 --rcfile=pylint.rc
	- '# Execute Amplify CLI with the helper script'
	- amplifyPush --simple
	frontend:

vittorio-nardone / amplify_auth.js

Created September 8, 2020 13:14

Test AWS Amplify login / logout (Cognito) using Cypress


	export const labels = {
	// Auth
	signInLabel: 'Sign In',
	signOutLabel: 'Sign Out',
	signInHeader: 'Sign in to your account',
	signInResetPassword: 'Reset password',
	signInCreateAccount: 'Create account',
	}

vittorio-nardone / Dockerfile

Last active September 8, 2020 11:46

Amplify CI docker image